Zero-modified distribution of a Geometric variable. Let X follow a Geometric distribution with probability of success 0.1, or X∼G(0.1). How do I calculate the probability that the zero-modified distribution of X with f M/X (0)=0.3 is less than 4?

allucinemsj

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2022-08-17

Zero-modified distribution of a Geometric variable
Let X follow a Geometric distribution with probability of success 0.1, or X G ( 0.1 ). How do I calculate the probability that the zero-modified distribution of X with f X M ( 0 ) = 0.3 is less than 4?

Answer & Explanation

Izabella Fisher

Izabella Fisher

Beginner2022-08-18Added 14 answers

Step 1
The ordinary geometric distribution Y with parameter 0.1 has Pr ( Y = k ) = ( 0.9 ) k 1 ( 0.1 ) for k 1.
We assume that by the zero-modified distribution X you mean that Pr ( X = 0 ) = 0.3 and that for for k 1, we have (1) Pr ( X = k ) = ( 0.7 ) Pr ( Y = k ) = ( 0.7 ) ( 0.9 ) k 1 ( 0.1 ) for k 1.
Step 2
We want Pr ( X < 4 ). This is Pr ( X = 0 ) + Pr ( X = 1 ) + Pr ( X = 2 ) + Pr ( X = 3 ). The formula for calculating Pr ( X = k ) for k 1 is given in (1).

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